{"id":"W2977925617","doi":"","title":"Is It the Person or the Urban Context? The Role of Urban Travel Context in Defining Mode Choices for School Trips of Post-Secondary Students in Toronto","year":2017,"lang":"en","type":"article","venue":"Transportation Research Board 96th Annual MeetingTransportation Research Board","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"TRIPS architecture; Context (archaeology); Sociology; Psychology; Geography; Transport engineering; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.01676913,0.0003642427,0.0007285524,0.0004080904,0.002880026,0.0004096139,0.003610358,0.00034451,0.00081202],"category_scores_gemma":[0.002057446,0.0002135299,0.0003771515,0.0009809119,0.003311246,0.001657305,0.00002242451,0.001662285,0.000008116394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003773792,"about_ca_system_score_gemma":0.002178419,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5241567,"about_ca_topic_score_gemma":0.906516,"domain_scores_codex":[0.989777,0.001748414,0.001676892,0.0008885036,0.004393272,0.001515955],"domain_scores_gemma":[0.9910551,0.003652408,0.0006857436,0.001079498,0.003180759,0.000346496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003228701,0.0003459854,0.7897053,0.0002239786,0.00008493962,0.000009466084,0.1953961,0.00001868171,0.0002691885,0.004775761,0.001175325,0.004766528],"study_design_scores_gemma":[0.001826207,0.0003004255,0.6458318,0.000247765,0.00002961777,2.544025e-8,0.3443078,0.00006670028,0.0006224859,0.0004073656,0.006189583,0.0001701655],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803981,0.002248552,0.00002005108,0.007560669,0.0001342703,0.004795015,0.00126086,0.00002415085,0.003558372],"genre_scores_gemma":[0.9961558,0.0005055362,0.00007365868,0.0002425766,0.0001528514,0.0009251465,0.0001245197,0.00005046669,0.001769425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3823592,"threshold_uncertainty_score":0.9994012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08660505952951167,"score_gpt":0.4441154915488948,"score_spread":0.3575104320193832,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}